The British Machine Vision Conference (BMVC) is one of the major international conferences on computer vision and related areas. It is organised by the British Machine Vision Association (BMVA). The 35th BMVC will now be an in-person event from 25th—28th November 2024 in Glasgow, UK. Authors are invited to submit high-quality papers in image processing, computer vision, machine learning and related areas for BMVC 2023. Submitted papers will be refereed on originality, presentation, empirical results, and evaluation quality. Accepted papers will be included in the conference proceedings published and DOI-indexed by BMVA. Past proceedings are online at the BMVA proceedings website. Please note that BMVC is a single-track meeting with oral and poster presentations. The paper submission deadline will be on the 3rd of May 2024. Submitted papers should not exceed NINE pages (references are excluded), and appendices should be submitted via the supplementary information. The submission portal will be available from the 1st of April, 2024. Topics include, but are not limited to: 2D object recognition 3D computer vision 3D object recognition Action and behaviour recognition Adversarial learning, adversarial attack and defence methods Biometrics, face, gesture, body pose Computational photography Datasets and evaluation Document Image Analysis Efficient training and inference methods for networks Embodied vision: Active agents, simulation Explainable AI, fairness, accountability, privacy, transparency and ethics in vision Image and video retrieval Image and video synthesis Image classification Low-level and physics-based vision Machine learning architectures and formulations Medical, biological and cell microscopy Motion and tracking Optimisation and learning methods Pose estimation Privacy and Ethics in Vision Representation learning Scene analysis and understanding Transfer, low-shot, semi- and un- supervised learning Video analysis and understanding Vision + language, vision + other modalities Vision applications and systems Vision for robotics and autonomous vehicles Vision for Sustainable Practices “Brave new ideas” Papers submitted under the “Brave new ideas” subject area are expected to move away from incremental benchmark gains. Proposed ideas should radically differ from the current research strand or propose a novel problem.